Evidence map›Paper›PMID 41752126›Full record

ReviewInternational journal of molecular sciences2026

Advancing Label-Free Imaging Through CARS Microscopy: From Signal Formation to Biological Interpretation.

Agata Barzowska-Gogola, Emilia Staniszewska-Ślęzak, Joanna Budziaszek, Anna Górska-Ratusznik, Andrzej Baliś, Michał Łucki, Adam Sułek, Barbara Pucelik

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Agata Barzowska-GogolaŁukasiewicz Research Network-Kraków Institute of Technology, 30-418 Kraków, Poland.ORCID 0000-0002-2353-5089
Emilia Staniszewska-ŚlęzakŁukasiewicz Research Network-Kraków Institute of Technology, 30-418 Kraków, Poland.
Joanna BudziaszekŁukasiewicz Research Network-Kraków Institute of Technology, 30-418 Kraków, Poland.
Anna Górska-RatusznikŁukasiewicz Research Network-Kraków Institute of Technology, 30-418 Kraków, Poland.ORCID 0000-0002-7215-1698
Andrzej BaliśŁukasiewicz Research Network-Kraków Institute of Technology, 30-418 Kraków, Poland.
Michał ŁuckiŁukasiewicz Research Network-Kraków Institute of Technology, 30-418 Kraków, Poland.
Adam SułekSano Centre for Computational Medicine, 30-054 Kraków, Poland.ORCID 0000-0002-4248-1047
Barbara PucelikŁukasiewicz Research Network-Kraków Institute of Technology, 30-418 Kraków, Poland.ORCID 0000-0002-0235-6532

Funding

Ministry of Science and Higher Education 7489/IA/SN/2024
6 · The paper itself

Abstract

Label-free imaging is becoming ever more important, especially in modern molecular biophysics. This method allows observation of biological structures and dynamics without the alteration caused by dyes or genetic labels. Coherent Anti-Stokes Raman Scattering (CARS) microscopy represents a unique method that utilizes the intrinsic vibrational signatures of biomolecules, thereby transforming the field. Fluorescence-based methods show marked sensitivity, but may cause photobleaching, labeling artifacts, and inadequate biochemical detection. CARS enables chemically specific, real-time imaging of molecular structures, e.g., lipids, proteins and nucleic acids, within their natural environment. Over the past decade, advances in laser technology, detection methods, and computer analysis have turned CARS from a rare optical phenomenon into a useful tool applied in many fields, from basic research on molecular structure to practical biomedical imaging. This review presents the principles of CARS microscopy and the latest achievements in this field, highlighting its impact on molecular and cellular biophysics, as well as exploring the potential of artificial intelligence and multimodal approaches to increase its applications in precision medicine. In this context, CARS serves both a state-of-the-art imaging technique and a means of transforming internal molecular vibrations into information useful in biology and biophysics. In this way, it combines the physical sciences with molecular biology, enabling innovative biomedical research.

Indexed as

MicroscopyMolecular ImagingSpectrum Analysis, RamanAnimalsHumansCoherent Anti-Stokes Raman Scatteringlabel-free molecular imagingnonlinear optical microscopyreal-time chemical dynamicsvibrational biophysics

Identifiers

PMID41752126
PMCPMC12940539

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.